Multi-scale deep networks and regression forests for direct bi-ventricular volume estimation

Xiantong Zhen, Zhijie Wang, Ali Islam, +3

Medical Image Analysis

EngineeringMachine LearningData ScienceMedical ImagingMedical Image Computing +9

Direct Multitype Cardiac Indices Estimation via Joint Representation and Regression Learning

Wufeng Xue, Ali Islam, Mousumi Bhaduri, +1

IEEE Transactions on Medical Imaging

Regional Assessment of Cardiac Left Ventricular Myocardial Function via MRI Statistical Features

Mariam Afshin, Ismail Ben Ayed, Kumaradevan Punithakumar, +5

IEEE Transactions on Medical Imaging

Heart FailureEngineeringMachine LearningImage FeaturesDiastolic Function +24

Direct Estimation of Cardiac Bi-ventricular Volumes with Regression Forests

Xiantong Zhen, Zhijie Wang, Ali Islam, +3

Lecture notes in computer science

Heart FailureDirect EstimationMedical ImagingCardiac MechanicBiostatistics +6

Direct Estimation of Cardiac Biventricular Volumes With an Adapted Bayesian Formulation

Zhijie Wang, Mohamed Ben Salah, Bin Gu, +3

IEEE Transactions on Biomedical Engineering

Heart FailureEngineeringMachine LearningDiastolic FunctionDiagnostic Imaging +24

Influence of Pacing Site Characteristics on Response to Cardiac Resynchronization Therapy

Jorge Wong, Raymond Yee, John Stirrat, +13

Circulation Cardiovascular Imaging

Non-invasive assessment of functionally relevant coronary artery stenoses with quantitative CT perfusion: preliminary clinical experiences

Aaron So, Gerald Wisenberg, Ali Islam, +8

European Radiology

Vascular ImageMedical ImagingCardiovascular DiseaseNon-invasive AssessmentCoronary Unit +11

Left Ventricle Segmentation via Graph Cut Distribution Matching

Ismail Ben Ayed, Kumaradevan Punithakumar, Shuo Li, +2

Lecture notes in computer science

Image AnalysisEngineeringMedical ImagingHealth SciencesLeft Ventricle Segmentation +8

Direct and simultaneous estimation of cardiac four chamber volumes by multioutput sparse regression

Xiantong Zhen, Heye Zhang, Ali Islam, +3

Medical Image Analysis

Chamber VolumesMultioutput Sparse RegressionEngineeringMedical ImagingHealth Sciences +10

Global Assessment of Cardiac Function Using Image Statistics in MRI

Mariam Afshin, Ismail Ben Ayed, Ali Islam, +3

Lecture notes in computer science

Heart FailureImage AnalysisEngineeringMedical ImagingGlobal Assessment +12